Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 43170 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.2 MiB |
| Average record size in memory | 200.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 8 |
| Numeric | 16 |
Warning 3 has constant value "0" | Constant |
Error 2 has constant value "0" | Constant |
Control detail 2 has constant value "0" | Constant |
Warning 1 is highly correlated with Error 1 and 13 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 13 other fields | High correlation |
Max cell voltage is highly correlated with Warning 1 and 11 other fields | High correlation |
Min cell voltage is highly correlated with Warning 1 and 11 other fields | High correlation |
Average cell voltage is highly correlated with Warning 1 and 11 other fields | High correlation |
Pack voltage is highly correlated with Warning 1 and 11 other fields | High correlation |
Charge current is highly correlated with Max cell voltage and 8 other fields | High correlation |
Discharge current is highly correlated with Warning 1 and 11 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 6 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 6 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 6 other fields | High correlation |
Max board temperature is highly correlated with Warning 1 and 8 other fields | High correlation |
Min board temperature is highly correlated with Warning 1 and 9 other fields | High correlation |
Average board temperature is highly correlated with Warning 1 and 9 other fields | High correlation |
Remaining capacity is highly correlated with Warning 1 and 16 other fields | High correlation |
Full Charge Capacity is highly correlated with Max battery temperature and 4 other fields | High correlation |
SoC is highly correlated with Warning 1 and 14 other fields | High correlation |
GO detail is highly correlated with Warning 1 and 11 other fields | High correlation |
Control detail 1 is highly correlated with Warning 1 and 11 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 11 other fields | High correlation |
Warning 1 is highly correlated with Error 1 and 11 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 11 other fields | High correlation |
Max cell voltage is highly correlated with Warning 1 and 9 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 6 other fields | High correlation |
Average cell voltage is highly correlated with Warning 1 and 10 other fields | High correlation |
Pack voltage is highly correlated with Warning 1 and 10 other fields | High correlation |
Discharge current is highly correlated with Min cell voltage and 2 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 5 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Max board temperature is highly correlated with Warning 1 and 7 other fields | High correlation |
Min board temperature is highly correlated with Warning 1 and 7 other fields | High correlation |
Average board temperature is highly correlated with Warning 1 and 6 other fields | High correlation |
Remaining capacity is highly correlated with Warning 1 and 8 other fields | High correlation |
Full Charge Capacity is highly correlated with Max battery temperature and 3 other fields | High correlation |
SoC is highly correlated with Warning 1 and 8 other fields | High correlation |
GO detail is highly correlated with Warning 1 and 9 other fields | High correlation |
Control detail 1 is highly correlated with Warning 1 and 9 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 10 other fields | High correlation |
Warning 1 is highly correlated with Error 1 and 7 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 7 other fields | High correlation |
Max cell voltage is highly correlated with Warning 1 and 10 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Charge current is highly correlated with Min cell voltage and 5 other fields | High correlation |
Discharge current is highly correlated with Warning 1 and 11 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 5 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Max board temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Min board temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Average board temperature is highly correlated with Max battery temperature and 5 other fields | High correlation |
Remaining capacity is highly correlated with Warning 1 and 8 other fields | High correlation |
Full Charge Capacity is highly correlated with Max battery temperature and 2 other fields | High correlation |
SoC is highly correlated with Warning 1 and 7 other fields | High correlation |
GO detail is highly correlated with Warning 1 and 11 other fields | High correlation |
Control detail 1 is highly correlated with Warning 1 and 10 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 9 other fields | High correlation |
Warning 1 is highly correlated with Control detail 1 and 5 other fields | High correlation |
Warning 2 is highly correlated with Control detail 2 and 2 other fields | High correlation |
Control detail 1 is highly correlated with Warning 1 and 5 other fields | High correlation |
Control detail 2 is highly correlated with Warning 1 and 6 other fields | High correlation |
GO detail is highly correlated with Warning 1 and 5 other fields | High correlation |
Error 2 is highly correlated with Warning 1 and 6 other fields | High correlation |
Warning 3 is highly correlated with Warning 1 and 6 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 5 other fields | High correlation |
Warning 1 is highly correlated with Error 1 and 12 other fields | High correlation |
Error 1 is highly correlated with Warning 1 and 12 other fields | High correlation |
Max cell voltage is highly correlated with Warning 1 and 13 other fields | High correlation |
Min cell voltage is highly correlated with Warning 1 and 13 other fields | High correlation |
Average cell voltage is highly correlated with Warning 1 and 14 other fields | High correlation |
Pack voltage is highly correlated with Warning 1 and 14 other fields | High correlation |
Charge current is highly correlated with Min cell voltage and 5 other fields | High correlation |
Discharge current is highly correlated with Max cell voltage and 3 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 4 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Max board temperature is highly correlated with Warning 1 and 15 other fields | High correlation |
Min board temperature is highly correlated with Warning 1 and 12 other fields | High correlation |
Average board temperature is highly correlated with Warning 1 and 15 other fields | High correlation |
Remaining capacity is highly correlated with Warning 1 and 12 other fields | High correlation |
SoC is highly correlated with Warning 1 and 12 other fields | High correlation |
GO detail is highly correlated with Warning 1 and 12 other fields | High correlation |
Control detail 1 is highly correlated with Warning 1 and 12 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 13 other fields | High correlation |
time has unique values | Unique |
Charge current has 12092 (28.0%) zeros | Zeros |
Discharge current has 31078 (72.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-23 07:37:33.623346 |
|---|---|
| Analysis finished | 2022-06-23 07:38:32.975005 |
| Duration | 59.35 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 43170 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| Minimum | 2022-04-27 00:01:02 |
|---|---|
| Maximum | 2022-05-27 00:00:00 |
Histogram with fixed size bins (bins=50)
Warning 1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 32 | |
|---|---|
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.531711837 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66124 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 32 | 22954 | |
| 0 | 20216 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 32 | 22954 | |
| 0 | 20216 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 22954 | |
| 2 | 22954 | |
| 0 | 20216 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 66124 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 22954 | |
| 2 | 22954 | |
| 0 | 20216 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66124 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 22954 | |
| 2 | 22954 | |
| 0 | 20216 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66124 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 22954 | |
| 2 | 22954 | |
| 0 | 20216 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 32 | 1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000023164 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43171 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 32 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 32 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43171 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43171 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43171 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43170 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43170 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43170 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43170 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43170 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43170 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 32 | |
|---|---|
| 0 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.53117906 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66101 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 32 | 22931 | |
| 0 | 20239 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 32 | 22931 | |
| 0 | 20239 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 22931 | |
| 2 | 22931 | |
| 0 | 20239 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 66101 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 22931 | |
| 2 | 22931 | |
| 0 | 20239 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66101 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 22931 | |
| 2 | 22931 | |
| 0 | 20239 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66101 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 22931 | |
| 2 | 22931 | |
| 0 | 20239 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43170 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43170 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43170 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43170 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43170 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43170 |
| Distinct | 320 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3461.207482 |
| Minimum | 3206 |
|---|---|
| Maximum | 3727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 3206 |
|---|---|
| 5-th percentile | 3287 |
| Q1 | 3327 |
| median | 3510 |
| Q3 | 3554 |
| 95-th percentile | 3603 |
| Maximum | 3727 |
| Range | 521 |
| Interquartile range (IQR) | 227 |
Descriptive statistics
| Standard deviation | 114.375218 |
|---|---|
| Coefficient of variation (CV) | 0.03304488927 |
| Kurtosis | -1.441172062 |
| Mean | 3461.207482 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | -0.382186088 |
| Sum | 149420327 |
| Variance | 13081.69049 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3325 | 1143 | 2.6% |
| 3324 | 1013 | 2.3% |
| 3328 | 931 | 2.2% |
| 3327 | 835 | 1.9% |
| 3322 | 772 | 1.8% |
| 3330 | 591 | 1.4% |
| 3510 | 556 | 1.3% |
| 3509 | 541 | 1.3% |
| 3512 | 520 | 1.2% |
| 3506 | 513 | 1.2% |
| Other values (310) | 35755 |
| Value | Count | Frequency (%) |
| 3206 | 1 | < 0.1% |
| 3213 | 1 | < 0.1% |
| 3215 | 4 | |
| 3216 | 3 | < 0.1% |
| 3218 | 3 | < 0.1% |
| 3219 | 2 | < 0.1% |
| 3221 | 6 | |
| 3222 | 1 | < 0.1% |
| 3224 | 4 | |
| 3225 | 9 |
| Value | Count | Frequency (%) |
| 3727 | 1 | < 0.1% |
| 3719 | 1 | < 0.1% |
| 3710 | 1 | < 0.1% |
| 3706 | 1 | < 0.1% |
| 3703 | 1 | < 0.1% |
| 3701 | 1 | < 0.1% |
| 3700 | 1 | < 0.1% |
| 3689 | 3 | |
| 3687 | 1 | < 0.1% |
| 3686 | 2 |
| Distinct | 244 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3323.429627 |
| Minimum | 2992 |
|---|---|
| Maximum | 3450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 2992 |
|---|---|
| 5-th percentile | 3256 |
| Q1 | 3316 |
| median | 3334 |
| Q3 | 3337 |
| 95-th percentile | 3375 |
| Maximum | 3450 |
| Range | 458 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 38.68226294 |
|---|---|
| Coefficient of variation (CV) | 0.01163926043 |
| Kurtosis | 9.557973206 |
| Mean | 3323.429627 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -2.394250381 |
| Sum | 143472457 |
| Variance | 1496.317466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3336 | 8081 | |
| 3334 | 6310 | 14.6% |
| 3337 | 4375 | 10.1% |
| 3339 | 2754 | 6.4% |
| 3333 | 1677 | 3.9% |
| 3340 | 1097 | 2.5% |
| 3315 | 838 | 1.9% |
| 3313 | 771 | 1.8% |
| 3318 | 678 | 1.6% |
| 3328 | 651 | 1.5% |
| Other values (234) | 15938 |
| Value | Count | Frequency (%) |
| 2992 | 1 | |
| 3000 | 1 | |
| 3016 | 1 | |
| 3037 | 1 | |
| 3039 | 1 | |
| 3040 | 1 | |
| 3042 | 1 | |
| 3051 | 2 | |
| 3060 | 1 | |
| 3062 | 1 |
| Value | Count | Frequency (%) |
| 3450 | 1 | < 0.1% |
| 3442 | 1 | < 0.1% |
| 3433 | 1 | < 0.1% |
| 3430 | 1 | < 0.1% |
| 3425 | 1 | < 0.1% |
| 3424 | 3 | < 0.1% |
| 3422 | 3 | < 0.1% |
| 3421 | 1 | < 0.1% |
| 3419 | 7 | |
| 3418 | 8 |
Average cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 310 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3356.435789 |
| Minimum | 3133 |
|---|---|
| Maximum | 3504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 3133 |
|---|---|
| 5-th percentile | 3275 |
| Q1 | 3324 |
| median | 3374 |
| Q3 | 3385 |
| 95-th percentile | 3406 |
| Maximum | 3504 |
| Range | 371 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 43.4891118 |
|---|---|
| Coefficient of variation (CV) | 0.01295693245 |
| Kurtosis | 1.191733564 |
| Mean | 3356.435789 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -1.03467174 |
| Sum | 144897333 |
| Variance | 1891.302845 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3373 | 1215 | 2.8% |
| 3374 | 1163 | 2.7% |
| 3375 | 1134 | 2.6% |
| 3377 | 1091 | 2.5% |
| 3376 | 1063 | 2.5% |
| 3380 | 997 | 2.3% |
| 3378 | 990 | 2.3% |
| 3381 | 976 | 2.3% |
| 3372 | 920 | 2.1% |
| 3379 | 911 | 2.1% |
| Other values (300) | 32710 |
| Value | Count | Frequency (%) |
| 3133 | 1 | < 0.1% |
| 3138 | 1 | < 0.1% |
| 3152 | 1 | < 0.1% |
| 3155 | 1 | < 0.1% |
| 3164 | 2 | |
| 3165 | 3 | |
| 3169 | 1 | < 0.1% |
| 3170 | 1 | < 0.1% |
| 3172 | 1 | < 0.1% |
| 3173 | 2 |
| Value | Count | Frequency (%) |
| 3504 | 1 | |
| 3493 | 1 | |
| 3490 | 1 | |
| 3482 | 1 | |
| 3477 | 1 | |
| 3473 | 1 | |
| 3472 | 1 | |
| 3469 | 2 | |
| 3467 | 2 | |
| 3465 | 2 |
| Distinct | 5468 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87266.49838 |
| Minimum | 81740 |
|---|---|
| Maximum | 91053 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 81740 |
|---|---|
| 5-th percentile | 85145 |
| Q1 | 86413 |
| median | 87716 |
| Q3 | 88000 |
| 95-th percentile | 88550 |
| Maximum | 91053 |
| Range | 9313 |
| Interquartile range (IQR) | 1587 |
Descriptive statistics
| Standard deviation | 1127.356072 |
|---|---|
| Coefficient of variation (CV) | 0.01291854369 |
| Kurtosis | 0.989219098 |
| Mean | 87266.49838 |
| Median Absolute Deviation (MAD) | 469 |
| Skewness | -0.9938610898 |
| Sum | 3767294735 |
| Variance | 1270931.713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 86385 | 181 | 0.4% |
| 86346 | 146 | 0.3% |
| 86463 | 131 | 0.3% |
| 87710 | 75 | 0.2% |
| 86372 | 72 | 0.2% |
| 86387 | 65 | 0.2% |
| 87791 | 65 | 0.2% |
| 87775 | 64 | 0.1% |
| 87888 | 63 | 0.1% |
| 87762 | 63 | 0.1% |
| Other values (5458) | 42245 |
| Value | Count | Frequency (%) |
| 81740 | 1 | |
| 82328 | 1 | |
| 82329 | 1 | |
| 82339 | 1 | |
| 82399 | 1 | |
| 82417 | 1 | |
| 82489 | 1 | |
| 82490 | 1 | |
| 82511 | 1 | |
| 82516 | 1 |
| Value | Count | Frequency (%) |
| 91053 | 1 | |
| 90719 | 1 | |
| 90706 | 1 | |
| 90535 | 1 | |
| 90506 | 1 | |
| 90382 | 1 | |
| 90254 | 1 | |
| 90234 | 1 | |
| 90194 | 1 | |
| 90191 | 1 |
| Distinct | 1891 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9259.053973 |
| Minimum | 0 |
|---|---|
| Maximum | 235024 |
| Zeros | 12092 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 336 |
| Q3 | 336 |
| 95-th percentile | 96928 |
| Maximum | 235024 |
| Range | 235024 |
| Interquartile range (IQR) | 336 |
Descriptive statistics
| Standard deviation | 37954.81911 |
|---|---|
| Coefficient of variation (CV) | 4.099211348 |
| Kurtosis | 17.46038069 |
| Mean | 9259.053973 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 4.307767124 |
| Sum | 399713360 |
| Variance | 1440568294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 336 | 19025 | |
| 0 | 12092 | |
| 384 | 5039 | 11.7% |
| 208 | 1208 | 2.8% |
| 304 | 1117 | 2.6% |
| 288 | 1011 | 2.3% |
| 160 | 230 | 0.5% |
| 352 | 173 | 0.4% |
| 256 | 132 | 0.3% |
| 176 | 65 | 0.2% |
| Other values (1881) | 3078 | 7.1% |
| Value | Count | Frequency (%) |
| 0 | 12092 | |
| 80 | 12 | < 0.1% |
| 128 | 54 | 0.1% |
| 160 | 230 | 0.5% |
| 176 | 65 | 0.2% |
| 208 | 1208 | 2.8% |
| 256 | 132 | 0.3% |
| 288 | 1011 | 2.3% |
| 304 | 1117 | 2.6% |
| 336 | 19025 |
| Value | Count | Frequency (%) |
| 235024 | 1 | |
| 233808 | 1 | |
| 233040 | 1 | |
| 230672 | 1 | |
| 230304 | 1 | |
| 228992 | 1 | |
| 228656 | 1 | |
| 227632 | 1 | |
| 226752 | 1 | |
| 223072 | 1 |
Discharge current
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2804 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8930.541024 |
| Minimum | 0 |
|---|---|
| Maximum | 429152 |
| Zeros | 31078 |
| Zeros (%) | 72.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 288 |
| 95-th percentile | 63777.6 |
| Maximum | 429152 |
| Range | 429152 |
| Interquartile range (IQR) | 288 |
Descriptive statistics
| Standard deviation | 36748.96568 |
|---|---|
| Coefficient of variation (CV) | 4.114976414 |
| Kurtosis | 27.26408488 |
| Mean | 8930.541024 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.058010448 |
| Sum | 385531456 |
| Variance | 1350486478 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31078 | |
| 336 | 1725 | 4.0% |
| 288 | 1461 | 3.4% |
| 304 | 762 | 1.8% |
| 256 | 658 | 1.5% |
| 384 | 596 | 1.4% |
| 416 | 553 | 1.3% |
| 928 | 117 | 0.3% |
| 5360 | 104 | 0.2% |
| 5312 | 90 | 0.2% |
| Other values (2794) | 6026 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 31078 | |
| 80 | 5 | < 0.1% |
| 128 | 3 | < 0.1% |
| 160 | 5 | < 0.1% |
| 208 | 47 | 0.1% |
| 256 | 658 | 1.5% |
| 288 | 1461 | 3.4% |
| 304 | 762 | 1.8% |
| 336 | 1725 | 4.0% |
| 384 | 596 | 1.4% |
| Value | Count | Frequency (%) |
| 429152 | 1 | |
| 399744 | 1 | |
| 397136 | 1 | |
| 393088 | 1 | |
| 381824 | 1 | |
| 380384 | 1 | |
| 379584 | 1 | |
| 374384 | 1 | |
| 364816 | 1 | |
| 362240 | 1 |
Max battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 268 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.47342136 |
| Minimum | 18.2 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 18.2 |
|---|---|
| 5-th percentile | 19.5 |
| Q1 | 24.9 |
| median | 29.4 |
| Q3 | 33.6 |
| 95-th percentile | 39.1 |
| Maximum | 45 |
| Range | 26.8 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 5.777802865 |
|---|---|
| Coefficient of variation (CV) | 0.1960343455 |
| Kurtosis | -0.5901604217 |
| Mean | 29.47342136 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.06520922305 |
| Sum | 1272367.6 |
| Variance | 33.38300595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.6 | 628 | 1.5% |
| 18.4 | 443 | 1.0% |
| 24.8 | 428 | 1.0% |
| 30 | 427 | 1.0% |
| 31.3 | 384 | 0.9% |
| 24.1 | 381 | 0.9% |
| 29.1 | 377 | 0.9% |
| 28.1 | 375 | 0.9% |
| 32.7 | 368 | 0.9% |
| 28.9 | 363 | 0.8% |
| Other values (258) | 38996 |
| Value | Count | Frequency (%) |
| 18.2 | 90 | 0.2% |
| 18.3 | 215 | 0.5% |
| 18.4 | 443 | |
| 18.5 | 360 | |
| 18.6 | 628 | |
| 18.7 | 95 | 0.2% |
| 18.8 | 3 | < 0.1% |
| 18.9 | 56 | 0.1% |
| 19 | 60 | 0.1% |
| 19.1 | 88 | 0.2% |
| Value | Count | Frequency (%) |
| 45 | 11 | |
| 44.9 | 11 | |
| 44.8 | 4 | < 0.1% |
| 44.7 | 9 | |
| 44.6 | 10 | |
| 44.5 | 10 | |
| 44.4 | 10 | |
| 44.3 | 11 | |
| 44.2 | 6 | |
| 44.1 | 6 |
Min battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 231 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.31729442 |
| Minimum | 17.5 |
|---|---|
| Maximum | 41.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 17.5 |
|---|---|
| 5-th percentile | 18.7 |
| Q1 | 23.3 |
| median | 27.4 |
| Q3 | 31.1 |
| 95-th percentile | 36 |
| Maximum | 41.7 |
| Range | 24.2 |
| Interquartile range (IQR) | 7.8 |
Descriptive statistics
| Standard deviation | 5.18869209 |
|---|---|
| Coefficient of variation (CV) | 0.1899416542 |
| Kurtosis | -0.635344562 |
| Mean | 27.31729442 |
| Median Absolute Deviation (MAD) | 3.9 |
| Skewness | 0.118704966 |
| Sum | 1179287.6 |
| Variance | 26.92252561 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 17.9 | 570 | 1.3% |
| 31.1 | 517 | 1.2% |
| 17.7 | 514 | 1.2% |
| 29.6 | 497 | 1.2% |
| 31.6 | 493 | 1.1% |
| 33.6 | 489 | 1.1% |
| 22.6 | 454 | 1.1% |
| 29.1 | 443 | 1.0% |
| 30.6 | 431 | 1.0% |
| 28.1 | 426 | 1.0% |
| Other values (221) | 38336 |
| Value | Count | Frequency (%) |
| 17.5 | 190 | 0.4% |
| 17.6 | 130 | 0.3% |
| 17.7 | 514 | |
| 17.8 | 360 | |
| 17.9 | 570 | |
| 18 | 75 | 0.2% |
| 18.1 | 69 | 0.2% |
| 18.2 | 52 | 0.1% |
| 18.3 | 43 | 0.1% |
| 18.4 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 41.7 | 15 | |
| 41.6 | 23 | |
| 41.5 | 5 | < 0.1% |
| 41.3 | 4 | < 0.1% |
| 41.2 | 3 | < 0.1% |
| 41.1 | 9 | < 0.1% |
| 41 | 2 | < 0.1% |
| 40.8 | 4 | < 0.1% |
| 40.7 | 4 | < 0.1% |
| 40.6 | 27 |
Average battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 257 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.2988441 |
| Minimum | 17.9 |
|---|---|
| Maximum | 43.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 17.9 |
|---|---|
| 5-th percentile | 19.2 |
| Q1 | 24 |
| median | 28.3 |
| Q3 | 32.2 |
| 95-th percentile | 37.4 |
| Maximum | 43.5 |
| Range | 25.6 |
| Interquartile range (IQR) | 8.2 |
Descriptive statistics
| Standard deviation | 5.465582384 |
|---|---|
| Coefficient of variation (CV) | 0.1931380082 |
| Kurtosis | -0.5892436894 |
| Mean | 28.2988441 |
| Median Absolute Deviation (MAD) | 4.1 |
| Skewness | 0.1222825495 |
| Sum | 1221661.1 |
| Variance | 29.8725908 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 18.1 | 587 | 1.4% |
| 23 | 455 | 1.1% |
| 18.3 | 453 | 1.0% |
| 18.2 | 398 | 0.9% |
| 30.1 | 364 | 0.8% |
| 28.7 | 364 | 0.8% |
| 27.7 | 354 | 0.8% |
| 30.5 | 354 | 0.8% |
| 24 | 352 | 0.8% |
| 23.9 | 348 | 0.8% |
| Other values (247) | 39141 |
| Value | Count | Frequency (%) |
| 17.9 | 190 | 0.4% |
| 18 | 130 | 0.3% |
| 18.1 | 587 | |
| 18.2 | 398 | |
| 18.3 | 453 | |
| 18.4 | 52 | 0.1% |
| 18.5 | 51 | 0.1% |
| 18.6 | 55 | 0.1% |
| 18.7 | 48 | 0.1% |
| 18.8 | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 43.5 | 5 | < 0.1% |
| 43.4 | 14 | |
| 43.3 | 11 | |
| 43.2 | 10 | |
| 43.1 | 8 | |
| 43 | 4 | < 0.1% |
| 42.9 | 7 | |
| 42.8 | 4 | < 0.1% |
| 42.7 | 3 | < 0.1% |
| 42.6 | 4 | < 0.1% |
Max board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 309 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.7499722 |
| Minimum | 23.8 |
|---|---|
| Maximum | 55.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 23.8 |
|---|---|
| 5-th percentile | 24.5 |
| Q1 | 29.2 |
| median | 32.7 |
| Q3 | 37.2 |
| 95-th percentile | 46.2 |
| Maximum | 55.2 |
| Range | 31.4 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.292636718 |
|---|---|
| Coefficient of variation (CV) | 0.1864486489 |
| Kurtosis | 0.05396334669 |
| Mean | 33.7499722 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 0.7627150671 |
| Sum | 1456986.3 |
| Variance | 39.59727686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.2 | 578 | 1.3% |
| 24.5 | 510 | 1.2% |
| 29.7 | 503 | 1.2% |
| 29.1 | 477 | 1.1% |
| 29.9 | 472 | 1.1% |
| 28.8 | 467 | 1.1% |
| 30 | 462 | 1.1% |
| 29.8 | 453 | 1.0% |
| 33.2 | 419 | 1.0% |
| 24.4 | 419 | 1.0% |
| Other values (299) | 38410 |
| Value | Count | Frequency (%) |
| 23.8 | 1 | < 0.1% |
| 23.9 | 39 | 0.1% |
| 24 | 98 | 0.2% |
| 24.1 | 266 | |
| 24.2 | 578 | |
| 24.3 | 256 | |
| 24.4 | 419 | |
| 24.5 | 510 | |
| 24.6 | 67 | 0.2% |
| 24.7 | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 55.2 | 1 | < 0.1% |
| 54.9 | 1 | < 0.1% |
| 54.5 | 1 | < 0.1% |
| 54.4 | 2 | |
| 54.2 | 1 | < 0.1% |
| 54.1 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 53.9 | 3 | |
| 53.8 | 3 | |
| 53.7 | 3 |
Min board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 241 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.00085244 |
| Minimum | 23.4 |
|---|---|
| Maximum | 47.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 23.4 |
|---|---|
| 5-th percentile | 24.2 |
| Q1 | 28.7 |
| median | 31.7 |
| Q3 | 35 |
| 95-th percentile | 40.2 |
| Maximum | 47.4 |
| Range | 24 |
| Interquartile range (IQR) | 6.3 |
Descriptive statistics
| Standard deviation | 4.675557589 |
|---|---|
| Coefficient of variation (CV) | 0.1461072825 |
| Kurtosis | -0.2106609306 |
| Mean | 32.00085244 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.3935530233 |
| Sum | 1381476.8 |
| Variance | 21.86083876 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.7 | 673 | 1.6% |
| 29.5 | 524 | 1.2% |
| 29.4 | 521 | 1.2% |
| 29 | 498 | 1.2% |
| 33.1 | 495 | 1.1% |
| 32.1 | 471 | 1.1% |
| 29.6 | 463 | 1.1% |
| 29.3 | 461 | 1.1% |
| 26.5 | 444 | 1.0% |
| 28.8 | 439 | 1.0% |
| Other values (231) | 38181 |
| Value | Count | Frequency (%) |
| 23.4 | 45 | 0.1% |
| 23.5 | 94 | 0.2% |
| 23.6 | 214 | |
| 23.7 | 367 | |
| 23.8 | 303 | |
| 23.9 | 336 | |
| 24 | 405 | |
| 24.1 | 339 | |
| 24.2 | 128 | 0.3% |
| 24.3 | 91 | 0.2% |
| Value | Count | Frequency (%) |
| 47.4 | 4 | < 0.1% |
| 47.3 | 3 | < 0.1% |
| 47.2 | 3 | < 0.1% |
| 47.1 | 2 | < 0.1% |
| 47 | 3 | < 0.1% |
| 46.9 | 12 | |
| 46.8 | 3 | < 0.1% |
| 46.7 | 16 | |
| 46.6 | 9 | |
| 46.5 | 10 |
Average board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 271 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.87512856 |
| Minimum | 23.7 |
|---|---|
| Maximum | 51.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 23.7 |
|---|---|
| 5-th percentile | 24.4 |
| Q1 | 29 |
| median | 32.3 |
| Q3 | 36.2 |
| 95-th percentile | 42.9 |
| Maximum | 51.1 |
| Range | 27.4 |
| Interquartile range (IQR) | 7.2 |
Descriptive statistics
| Standard deviation | 5.389979759 |
|---|---|
| Coefficient of variation (CV) | 0.1639531158 |
| Kurtosis | -0.1296719431 |
| Mean | 32.87512856 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 0.5523316566 |
| Sum | 1419219.3 |
| Variance | 29.0518818 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.6 | 494 | 1.1% |
| 29.7 | 492 | 1.1% |
| 24.2 | 488 | 1.1% |
| 29.9 | 473 | 1.1% |
| 29.5 | 446 | 1.0% |
| 26.7 | 445 | 1.0% |
| 29.2 | 431 | 1.0% |
| 23.9 | 427 | 1.0% |
| 29.8 | 425 | 1.0% |
| 28.6 | 415 | 1.0% |
| Other values (261) | 38634 |
| Value | Count | Frequency (%) |
| 23.7 | 73 | 0.2% |
| 23.8 | 132 | 0.3% |
| 23.9 | 427 | |
| 24 | 343 | |
| 24.1 | 320 | |
| 24.2 | 488 | |
| 24.3 | 332 | |
| 24.4 | 145 | 0.3% |
| 24.5 | 33 | 0.1% |
| 24.6 | 33 | 0.1% |
| Value | Count | Frequency (%) |
| 51.1 | 1 | < 0.1% |
| 50.8 | 1 | < 0.1% |
| 50.7 | 1 | < 0.1% |
| 50.6 | 2 | < 0.1% |
| 50.4 | 1 | < 0.1% |
| 50.3 | 2 | < 0.1% |
| 50.1 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 49.9 | 3 | < 0.1% |
| 49.8 | 9 |
| Distinct | 7266 |
|---|---|
| Distinct (%) | 16.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 378964.8908 |
| Minimum | 148304 |
|---|---|
| Maximum | 409488 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 148304 |
|---|---|
| 5-th percentile | 278784 |
| Q1 | 363744 |
| median | 405968 |
| Q3 | 406080 |
| 95-th percentile | 406128 |
| Maximum | 409488 |
| Range | 261184 |
| Interquartile range (IQR) | 42336 |
Descriptive statistics
| Standard deviation | 46318.65184 |
|---|---|
| Coefficient of variation (CV) | 0.1222241241 |
| Kurtosis | 3.327219793 |
| Mean | 378964.8908 |
| Median Absolute Deviation (MAD) | 128 |
| Skewness | -1.897989193 |
| Sum | 1.635991434 × 1010 |
| Variance | 2145417509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 406080 | 7526 | 17.4% |
| 406032 | 2312 | 5.4% |
| 406096 | 2296 | 5.3% |
| 405968 | 1781 | 4.1% |
| 406064 | 1548 | 3.6% |
| 406112 | 1471 | 3.4% |
| 406144 | 1158 | 2.7% |
| 406000 | 1122 | 2.6% |
| 405936 | 951 | 2.2% |
| 406048 | 819 | 1.9% |
| Other values (7256) | 22186 |
| Value | Count | Frequency (%) |
| 148304 | 2 | |
| 148384 | 1 | < 0.1% |
| 148736 | 1 | < 0.1% |
| 149024 | 1 | < 0.1% |
| 149840 | 1 | < 0.1% |
| 150640 | 2 | |
| 150656 | 1 | < 0.1% |
| 150880 | 2 | |
| 150896 | 2 | |
| 150912 | 3 |
| Value | Count | Frequency (%) |
| 409488 | 1 | < 0.1% |
| 406160 | 662 | 1.5% |
| 406144 | 1158 | 2.7% |
| 406128 | 362 | 0.8% |
| 406112 | 1471 | 3.4% |
| 406096 | 2296 | 5.3% |
| 406080 | 7526 | |
| 406064 | 1548 | 3.6% |
| 406048 | 819 | 1.9% |
| 406032 | 2312 | 5.4% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 406045.2062 |
| Minimum | 405760 |
|---|---|
| Maximum | 409488 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 405760 |
|---|---|
| 5-th percentile | 405904 |
| Q1 | 406000 |
| median | 406064 |
| Q3 | 406096 |
| 95-th percentile | 406160 |
| Maximum | 409488 |
| Range | 3728 |
| Interquartile range (IQR) | 96 |
Descriptive statistics
| Standard deviation | 80.32715057 |
|---|---|
| Coefficient of variation (CV) | 0.0001978280973 |
| Kurtosis | 78.57565747 |
| Mean | 406045.2062 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 1.356249747 |
| Sum | 1.752897155 × 1010 |
| Variance | 6452.451119 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 406080 | 9165 | |
| 406096 | 3542 | 8.2% |
| 406032 | 3366 | 7.8% |
| 406064 | 3274 | 7.6% |
| 406112 | 2535 | 5.9% |
| 405968 | 2410 | 5.6% |
| 406048 | 2317 | 5.4% |
| 406000 | 2203 | 5.1% |
| 406144 | 1730 | 4.0% |
| 405984 | 1588 | 3.7% |
| Other values (28) | 11040 |
| Value | Count | Frequency (%) |
| 405760 | 8 | < 0.1% |
| 405776 | 14 | < 0.1% |
| 405792 | 99 | 0.2% |
| 405808 | 215 | 0.5% |
| 405824 | 218 | 0.5% |
| 405840 | 287 | |
| 405856 | 156 | 0.4% |
| 405872 | 574 | |
| 405888 | 379 | |
| 405904 | 660 |
| Value | Count | Frequency (%) |
| 409488 | 1 | < 0.1% |
| 406336 | 1 | < 0.1% |
| 406320 | 22 | 0.1% |
| 406304 | 52 | 0.1% |
| 406288 | 62 | 0.1% |
| 406272 | 84 | 0.2% |
| 406256 | 105 | |
| 406240 | 46 | 0.1% |
| 406224 | 65 | 0.2% |
| 406208 | 240 |
| Distinct | 65 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.12471624 |
| Minimum | 36 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 89 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 64 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.58831776 |
|---|---|
| Coefficient of variation (CV) | 0.1244386907 |
| Kurtosis | 3.153302173 |
| Mean | 93.12471624 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.861318385 |
| Sum | 4020194 |
| Variance | 134.2891086 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 25800 | |
| 99 | 1004 | 2.3% |
| 97 | 846 | 2.0% |
| 96 | 744 | 1.7% |
| 98 | 731 | 1.7% |
| 95 | 571 | 1.3% |
| 94 | 558 | 1.3% |
| 80 | 547 | 1.3% |
| 91 | 545 | 1.3% |
| 86 | 541 | 1.3% |
| Other values (55) | 11283 |
| Value | Count | Frequency (%) |
| 36 | 6 | < 0.1% |
| 37 | 69 | |
| 38 | 6 | < 0.1% |
| 39 | 45 | |
| 40 | 18 | < 0.1% |
| 41 | 13 | < 0.1% |
| 42 | 13 | < 0.1% |
| 43 | 11 | < 0.1% |
| 44 | 14 | < 0.1% |
| 45 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 25800 | |
| 99 | 1004 | 2.3% |
| 98 | 731 | 1.7% |
| 97 | 846 | 2.0% |
| 96 | 744 | 1.7% |
| 95 | 571 | 1.3% |
| 94 | 558 | 1.3% |
| 93 | 468 | 1.1% |
| 92 | 510 | 1.2% |
| 91 | 545 | 1.3% |
GO detail
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 16 | |
|---|---|
| 21 | |
| 18 | |
| 19 | 15 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 86340 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 21 |
|---|---|
| 2nd row | 21 |
| 3rd row | 21 |
| 4th row | 21 |
| 5th row | 21 |
Common Values
| Value | Count | Frequency (%) |
| 16 | 26385 | |
| 21 | 14123 | |
| 18 | 2647 | 6.1% |
| 19 | 15 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 16 | 26385 | |
| 21 | 14123 | |
| 18 | 2647 | 6.1% |
| 19 | 15 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 43170 | |
| 6 | 26385 | |
| 2 | 14123 | 16.4% |
| 8 | 2647 | 3.1% |
| 9 | 15 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86340 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 43170 | |
| 6 | 26385 | |
| 2 | 14123 | 16.4% |
| 8 | 2647 | 3.1% |
| 9 | 15 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 86340 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 43170 | |
| 6 | 26385 | |
| 2 | 14123 | 16.4% |
| 8 | 2647 | 3.1% |
| 9 | 15 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86340 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 43170 | |
| 6 | 26385 | |
| 2 | 14123 | 16.4% |
| 8 | 2647 | 3.1% |
| 9 | 15 | < 0.1% |
Control detail 1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 224 | |
|---|---|
| 130 | |
| 225 | |
| 228 | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 129510 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 130 |
|---|---|
| 2nd row | 130 |
| 3rd row | 130 |
| 4th row | 130 |
| 5th row | 130 |
Common Values
| Value | Count | Frequency (%) |
| 224 | 26373 | |
| 130 | 14123 | |
| 225 | 2662 | 6.2% |
| 228 | 12 | < 0.1% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 224 | 26373 | |
| 130 | 14123 | |
| 225 | 2662 | 6.2% |
| 228 | 12 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 58094 | |
| 4 | 26373 | |
| 1 | 14123 | 10.9% |
| 3 | 14123 | 10.9% |
| 0 | 14123 | 10.9% |
| 5 | 2662 | 2.1% |
| 8 | 12 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 129510 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 58094 | |
| 4 | 26373 | |
| 1 | 14123 | 10.9% |
| 3 | 14123 | 10.9% |
| 0 | 14123 | 10.9% |
| 5 | 2662 | 2.1% |
| 8 | 12 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 129510 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 58094 | |
| 4 | 26373 | |
| 1 | 14123 | 10.9% |
| 3 | 14123 | 10.9% |
| 0 | 14123 | 10.9% |
| 5 | 2662 | 2.1% |
| 8 | 12 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 129510 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 58094 | |
| 4 | 26373 | |
| 1 | 14123 | 10.9% |
| 3 | 14123 | 10.9% |
| 0 | 14123 | 10.9% |
| 5 | 2662 | 2.1% |
| 8 | 12 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43170 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43170 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43170 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43170 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43170 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43170 |
| Distinct | 120 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.2775075 |
| Minimum | 36 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 74 |
| median | 111 |
| Q3 | 320 |
| 95-th percentile | 320 |
| Maximum | 320 |
| Range | 284 |
| Interquartile range (IQR) | 246 |
Descriptive statistics
| Standard deviation | 117.7678115 |
|---|---|
| Coefficient of variation (CV) | 0.6718934627 |
| Kurtosis | -1.741553051 |
| Mean | 175.2775075 |
| Median Absolute Deviation (MAD) | 67 |
| Skewness | 0.3093953415 |
| Sum | 7566730 |
| Variance | 13869.25742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 320 | 16242 | |
| 36 | 2610 | 6.0% |
| 109 | 918 | 2.1% |
| 114 | 902 | 2.1% |
| 104 | 801 | 1.9% |
| 99 | 714 | 1.7% |
| 72 | 628 | 1.5% |
| 57 | 600 | 1.4% |
| 67 | 580 | 1.3% |
| 111 | 553 | 1.3% |
| Other values (110) | 18622 |
| Value | Count | Frequency (%) |
| 36 | 2610 | |
| 37 | 229 | 0.5% |
| 39 | 246 | 0.6% |
| 40 | 179 | 0.4% |
| 41 | 245 | 0.6% |
| 42 | 247 | 0.6% |
| 44 | 255 | 0.6% |
| 45 | 214 | 0.5% |
| 46 | 272 | 0.6% |
| 47 | 285 | 0.7% |
| Value | Count | Frequency (%) |
| 320 | 16242 | |
| 316 | 31 | 0.1% |
| 312 | 1 | < 0.1% |
| 308 | 27 | 0.1% |
| 304 | 32 | 0.1% |
| 296 | 29 | 0.1% |
| 292 | 31 | 0.1% |
| 284 | 25 | 0.1% |
| 280 | 34 | 0.1% |
| 272 | 31 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | GO detail | Control detail 1 | Control detail 2 | Max charge current | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-05-17 00:01:02 | 0 | 0 | 0 | 0 | 0 | 3330 | 3318 | 3326 | 86463 | 0 | 288 | 37.3 | 34.6 | 35.9 | 40.8 | 39.3 | 40.0 | 307280 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 1 | 2022-05-17 00:02:02 | 0 | 0 | 0 | 0 | 0 | 3330 | 3319 | 3326 | 86465 | 0 | 288 | 37.2 | 34.5 | 35.8 | 41.0 | 39.1 | 40.1 | 307280 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 2 | 2022-05-17 00:03:02 | 0 | 0 | 0 | 0 | 0 | 3330 | 3319 | 3326 | 86474 | 0 | 288 | 37.2 | 34.5 | 35.8 | 42.6 | 39.0 | 40.8 | 307264 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 3 | 2022-05-17 00:04:02 | 0 | 0 | 0 | 0 | 0 | 3330 | 3319 | 3326 | 86488 | 0 | 288 | 37.2 | 34.5 | 35.8 | 43.3 | 39.0 | 41.2 | 307264 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 4 | 2022-05-17 00:05:02 | 0 | 0 | 0 | 0 | 0 | 3330 | 3319 | 3326 | 86490 | 0 | 256 | 37.2 | 34.5 | 35.8 | 44.3 | 39.1 | 41.7 | 307264 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 5 | 2022-05-17 00:06:02 | 0 | 0 | 0 | 0 | 0 | 3322 | 3312 | 3319 | 86273 | 6368 | 0 | 37.2 | 34.3 | 35.7 | 43.6 | 39.3 | 41.4 | 306800 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 6 | 2022-05-17 00:07:02 | 0 | 0 | 0 | 0 | 0 | 3265 | 3151 | 3216 | 84701 | 0 | 64480 | 37.2 | 34.3 | 35.7 | 41.7 | 39.3 | 40.5 | 305472 | 405920 | 75 | 21 | 130 | 0 | 320 |
| 7 | 2022-05-17 00:08:02 | 0 | 0 | 0 | 0 | 0 | 3300 | 3286 | 3294 | 84751 | 0 | 200800 | 37.2 | 34.3 | 35.7 | 40.3 | 39.1 | 39.7 | 302144 | 405920 | 74 | 21 | 130 | 0 | 320 |
| 8 | 2022-05-17 00:09:02 | 0 | 0 | 0 | 0 | 0 | 3248 | 3051 | 3178 | 84331 | 0 | 81264 | 37.3 | 34.5 | 35.8 | 39.9 | 38.9 | 39.4 | 300384 | 405904 | 74 | 21 | 130 | 0 | 320 |
| 9 | 2022-05-17 00:10:02 | 0 | 0 | 0 | 0 | 0 | 3307 | 3260 | 3294 | 85698 | 0 | 3584 | 37.3 | 34.6 | 35.9 | 39.5 | 38.7 | 39.1 | 299440 | 405904 | 73 | 21 | 130 | 0 | 320 |
Last rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | GO detail | Control detail 1 | Control detail 2 | Max charge current | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43160 | 2022-05-21 23:50:02 | 0 | 0 | 0 | 0 | 0 | 3324 | 3315 | 3321 | 86342 | 0 | 256 | 34.4 | 32.6 | 33.4 | 39.5 | 36.1 | 37.8 | 372784 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43161 | 2022-05-21 23:51:02 | 0 | 0 | 0 | 0 | 0 | 3324 | 3312 | 3319 | 86313 | 0 | 5312 | 34.4 | 32.6 | 33.4 | 38.9 | 36.1 | 37.5 | 372784 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43162 | 2022-05-21 23:52:02 | 0 | 0 | 0 | 0 | 0 | 3324 | 3315 | 3321 | 86342 | 0 | 256 | 34.3 | 32.6 | 33.4 | 37.1 | 36.0 | 36.6 | 372496 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43163 | 2022-05-21 23:53:02 | 0 | 0 | 0 | 0 | 0 | 3321 | 3312 | 3317 | 86220 | 0 | 4176 | 34.3 | 32.6 | 33.4 | 36.5 | 35.9 | 36.2 | 372016 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43164 | 2022-05-21 23:54:02 | 0 | 0 | 0 | 0 | 0 | 3325 | 3315 | 3322 | 86368 | 0 | 288 | 34.3 | 32.6 | 33.4 | 37.7 | 35.9 | 36.8 | 372000 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43165 | 2022-05-21 23:55:02 | 0 | 0 | 0 | 0 | 0 | 3325 | 3315 | 3323 | 86385 | 0 | 288 | 34.3 | 32.6 | 33.4 | 37.2 | 35.8 | 36.5 | 371984 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43166 | 2022-05-21 23:56:02 | 0 | 0 | 0 | 0 | 0 | 3327 | 3316 | 3324 | 86399 | 0 | 256 | 34.3 | 32.6 | 33.4 | 39.2 | 35.8 | 37.5 | 371984 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43167 | 2022-05-21 23:57:02 | 0 | 0 | 0 | 0 | 0 | 3327 | 3316 | 3324 | 86422 | 0 | 288 | 34.3 | 32.6 | 33.4 | 38.5 | 35.8 | 37.2 | 371984 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43168 | 2022-05-21 23:58:02 | 0 | 0 | 0 | 0 | 0 | 3328 | 3318 | 3325 | 86428 | 0 | 288 | 34.2 | 32.6 | 33.3 | 37.8 | 35.9 | 36.8 | 371968 | 405920 | 91 | 21 | 130 | 0 | 320 |
| 43169 | 2022-05-21 23:59:02 | 0 | 0 | 0 | 0 | 0 | 3328 | 3318 | 3325 | 86445 | 0 | 288 | 34.2 | 32.6 | 33.3 | 37.3 | 35.8 | 36.6 | 371968 | 405920 | 91 | 21 | 130 | 0 | 320 |